Szymon Budziak

Solution of the acoustic vibrations of the material layer in Matlab using FEM. If you use it and it helped you please leave a star ⭐

MOwNiT course at AGH.

Solutions from Algorithms and Data Structures course at AGH University of Krakow. Please leave a star if it helped You ⭐

Deep learning-based classification of 200 bird species using image classification models like ViT, ResNet and EfficientNet.

A lightweight blockchain SPV (Simplified Payment Verification) node implemented in C++, enabling users to verify transactions without downloading the entire blockchain.

Football game analysis using YOLOv8 for object detection, Optical Flow for motion tracking, speed and distance calculations, perspective transformation, and K-Means clustering for pixel segmentation.

Forecasting future inflation in Poland using selected economic indicators through models like ARIMA, Prophet, XGBoost and LSTM.

Multilingual Neural Machine Translation for low-resource languages using Hugging Face Transformers.

Generative Adversarial Network (GAN) built with CNNs for both the generator and discriminator, implemented in TensorFlow and trained on the Fashion MNIST dataset.

Traffic analysis using AI models - Yolo v11.

Solutions from Machine Learning 2 course at UvA.

Predicting real estate house prices using various machine learning algorithms, including data exploration, preprocessing, model training, and evaluation.

Flood prediction with Linear Regression and other ML models

Time Series analysis of Household Electric Power Consumption

Tennis game analysis using AI models such as YOLO.

Data mining course at AGH UST.

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Solutions from Neural Networks and Deep Learning course at AGH UST. If you use it and it helped you please leave a star ⭐

Solutions from Machine learning course at UNINA. If you use it and it helped you please leave a star ⭐

Project from Operations research course at AGH UST. If you use it and it helped you please leave a star ⭐

Solutions from Distributed systems course at AGH UST. If you use it and it helped you please leave a star ⭐

Organization of Database Management Systems course at AGH UST.

Solutions from Elements of Statistical Machine Learning course at AGH UST. If you use it and it helped you please leave a star ⭐

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Solutions from Machine learning basics course at AGH UST. If you use it and it helped you please leave a star ⭐

Solutions from C++ programming language course at AGH UST.

AI stock trading bot in Python.

Solutions from Recommendation systems course at AGH UST. If you use it and it helped you please leave a star ⭐

CodeBrainers teaching materials.

Solutions from Operating systems course at AGH UST. If you use it and it helped you please leave a star ⭐